All UDL-guided elements were used voluntarily, supporting the inference that offering several UDL-guided elements in a web-based platform diversifies learning opportunities and supports self-regulated learning¶

Claim · All claims
Evidence · 1 study · associational r2 · q1
Currency · newest study 2024 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q1 i? Learners voluntarily used all UDL-guided elements, and the authors infer from learners' repeated, stable choices that the different offerings were appreciated and that implementing multiple UDL-guided elements benefits learning opportunities. → Marvin Roski 2024

Evidence¶

Marvin Roski 2024¶

Marvin Roski, Ratan Sebastian, Ralph Ewerth, Anett Hoppe, Andreas Nehring. (2024). Learning analytics and the Universal Design for Learning (UDL): A clustering approach. Computers & Education 214 (2024) 105028. https://doi.org/10.1016/j.compedu.2024.105028

q1 · i? · associational · r2

The authors' interpretive conclusion from the usage-pattern analysis: because elements such as text and video were used voluntarily and choices were stable, "it can be inferred that the different offerings are appreciated". This is an interpretation (type e), not a measured comparison, and no outcome benefit was tested.

"The findings of this study show that all UDL-guided elements are used voluntarily among the learners. Since the described learning opportunities (e.g., text and video) are repetitive and learners tend to stick to their choices, it can be inferred that the different offerings are appreciated, and learners stick to their choices."

Discussion¶

Related Claims¶

• Exploratory factor analysis of 384 learners' log data identifies four factors in usage of UDL-guided elements, indicating learners remain consistent in decisions such as video vs. text and tasks with or without help — related
• Several students voluntarily used Zoom's recording and transcription features asynchronously after the live debate to support cognitive engagement — related